MS-LTCAF: A Multi-Scale Lead-Temporal Co-Attention Framework for ECG Arrhythmia Detection

Cardiovascular diseases are the leading cause of death worldwide, with arrhythmia being a prevalent and potentially fatal condition. The multi-lead electrocardiogram (ECG) is the primary tool for detecting arrhythmias. However, existing detection methods have shortcomings: they cannot dynamically in...

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Bibliographic Details

Published in:	Bioengineering
Main Authors:	Na Feng, Chengwei Chen, Peng Du, Chengrong Gong, Jianming Pei, Dong Huang
Format:	Article
Language:	English
Published:	MDPI AG 2025-09-01
Subjects:	ECG arrhythmia detection lead-temporal co-attention multi-scale framework
Online Access:	https://www.mdpi.com/2306-5354/12/9/1007